Unknown model (vit_base_resnet50_384)

[EkjotSingh898]

Hi authors,
Thanks for your code,
While running run_monodepth.py , I got this error "Unknown model (vit_base_resnet50_384)". I'm using conda environment and installed timm using pip. and the version of timm I'm using is 0.4.5.

[Christoph9402]

Hi, I am having the same problem. Did you find a solution yet? Here is the output in the console:

(studienarbeit_env) C:\Users\Chris\Documents\Uni\Studienarbeit\DPT>python run_monodepth.py -t dpt_hybrid_kitti
initialize
device: cuda
Traceback (most recent call last):
  File "run_monodepth.py", line 240, in <module>
    args.optimize,
  File "run_monodepth.py", line 64, in run
    enable_attention_hooks=args.vis,
  File "C:\Users\Chris\Documents\Uni\Studienarbeit\DPT\dpt\models.py", line 109, in __init__
    super().__init__(head, **kwargs)
  File "C:\Users\Chris\Documents\Uni\Studienarbeit\DPT\dpt\models.py", line 58, in __init__
    enable_attention_hooks=enable_attention_hooks,
  File "C:\Users\Chris\Documents\Uni\Studienarbeit\DPT\dpt\blocks.py", line 40, in _make_encoder
    enable_attention_hooks=enable_attention_hooks,
  File "C:\Users\Chris\Documents\Uni\Studienarbeit\DPT\dpt\vit.py", line 501, in _make_pretrained_vitb_rn50_384
    model = timm.create_model("vit_base_resnet50_384", pretrained=pretrained)
  File "C:\Users\Chris\anaconda3\envs\studienarbeit_env\lib\site-packages\timm-0.1.20-py3.6.egg\timm\models\factory.py", line 54, in create_model
    raise RuntimeError('Unknown model (%s)' % model_name)
RuntimeError: Unknown model (vit_base_resnet50_384)

Python Version is 3.6.13, Timm version 0.1.20

[Christoph9402]

Update: uninstalling timm and reinstalling with pip solved the issue for me. Now I have version 0.4.5 installed.

[ranftlr]

Yes, likely a version conflict. You could try installing into a fresh conda environment:

conda create --name dpt python=3.7
conda activate dpt
pip install torch torchvision opencv-python timm

[Hyyzhangrui]

as Christoph9402 said, update the timm's version to 0.4.5 ，good working！